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authorSadik Armagan <sadik.armagan@arm.com>2021-10-04 15:13:11 +0100
committerTeresaARM <teresa.charlinreyes@arm.com>2021-10-06 13:27:57 +0000
commitb8a26d8f497f92643288a4c519af4d230ede1d7e (patch)
tree89b1ad2303b8a18d4491eb47ab16f37e53e33c37 /include/armnn/IRuntime.hpp
parentbc3bb62c2d5b881ca7f0b3973a533134196fc802 (diff)
downloadarmnn-b8a26d8f497f92643288a4c519af4d230ede1d7e.tar.gz
IVGCVSW-6300 'IMemoryOptimizerStrategy Add strategy library and add support in BackendRegistry'
* Updated IRuntime interface for providing custom memory optimizer strategy. * Enabled selecting existing memory optimizer strategy by using BackendOptions * Added MemoryOptimizerStrategyLibrary that sets one of the existing memory optimizer strategies selected by user Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I037f8ac8efa79c0f71bd63e379101e3ad92d80c9
Diffstat (limited to 'include/armnn/IRuntime.hpp')
-rw-r--r--include/armnn/IRuntime.hpp14
1 files changed, 14 insertions, 0 deletions
diff --git a/include/armnn/IRuntime.hpp b/include/armnn/IRuntime.hpp
index a46830c95a..ca9a0ceec2 100644
--- a/include/armnn/IRuntime.hpp
+++ b/include/armnn/IRuntime.hpp
@@ -15,6 +15,7 @@
#include "profiling/ILocalPacketHandler.hpp"
#include <armnn/backends/ICustomAllocator.hpp>
+#include <armnn/backends/IMemoryOptimizerStrategy.hpp>
#include <memory>
#include <map>
@@ -106,6 +107,7 @@ public:
, m_DynamicBackendsPath("")
, m_ProtectedMode(false)
, m_CustomAllocatorMap()
+ , m_MemoryOptimizerStrategyMap()
{}
/// If set, uses the GpuAcc tuned parameters from the given object when executing GPU workloads.
@@ -135,6 +137,14 @@ public:
/// @note Only supported for GpuAcc
std::map<BackendId, std::shared_ptr<ICustomAllocator>> m_CustomAllocatorMap;
+ /// @brief A map to define a custom memory optimizer strategy for specific backend Ids.
+ ///
+ /// @details A Memory Optimizer Strategy provides a solution to an abstract representation of
+ /// a network's memory requirements. This can also be used to return a pre-computed solution
+ /// for a specific network. Set this if you want to implement a Custom Memory Optimizer Strategy
+ /// for a given backend.
+ std::map<BackendId, std::shared_ptr<IMemoryOptimizerStrategy>> m_MemoryOptimizerStrategyMap;
+
struct ExternalProfilingOptions
{
ExternalProfilingOptions()
@@ -168,6 +178,7 @@ public:
/// {
/// {"TuningLevel", 2},
/// {"TuningFile", filename}
+ /// {"MemoryOptimizerStrategy", strategyname}
/// }
/// });
/// ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -185,6 +196,9 @@ public:
/// ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/// The following backend options are available:
+ /// AllBackends:
+ /// "MemoryOptimizerStrategy" : string [stategynameString]
+ /// (Existing Memory Optimizer Strategies: ConstLayerMemoryOptimizerStrategy)
/// GpuAcc:
/// "TuningLevel" : int [0..3] (0=UseOnly(default) | 1=RapidTuning | 2=NormalTuning | 3=ExhaustiveTuning)
/// "TuningFile" : string [filenameString]